This research examines the probability of positive outcomes in weighted partial sums, suggesting significant implications in number theory.
In this paper, we study the probability that some weighted partial sums of a random multiplicative function f are positive. Applying the characteristic decomposition, we obtain that if S is a non-empty subset of the multiplicative residue class group (Z/mZ)× with m being a fixed positive integer and A=+mn n=0,1,2,3,⋯\ with a∈ S, then there exists a positive number $δ$ independent of x, such that \[ P(∑A∩[1,x)f(n)/n<0)>δ\] unless the coefficients of the real characters in the expansion of the characteristic function of S according to the characters of (Z/mZ)× are all non-negative, and the coefficients of the complex characters are all zero, in which case we have \[ P(∑A∩[1,x)f(n)/n<0)=O(exp(-exp({ln x}{Cln₂x}))) \] for a positive constant $C.$ This includes as a special case a result of Angelo and Xu. We also extend the result to the cyclotomic field Kₙ=Q(ζₙ) with ζₙ=e2πi/n and study the probability that these generalized weighted sums are positive. In addition, we deal with the positivity problem of certain partial sums related to the celebrated Ramanujan tau function $τ(n)$ and the Ramanujan modular form $Δ(q),$ and obtain an upper bound for the probability that these partial sums are negative in a more general situation.
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Liu et al. (2025) studied this question.
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